A Theory of Independent Mechanisms for Extrapolation in Generative Models.
Michel BesserveRémy SunDominik JanzingBernhard SchölkopfPublished in: AAAI (2021)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative learning
- discriminative models
- semi supervised
- conditional random fields
- prior knowledge
- generative and discriminative models
- information retrieval
- em algorithm
- discriminative methods
- maximum entropy principle
- hierarchical hidden markov models
- hidden variables
- topic models
- machine learning